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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "Why didn’t you do this …" 360 comments · Page 1 of 15
I wish I never invested in that stupid property in Washington state what a big mistake that was. Bought it five years ago, I didn’t have a crystal ball. Haven’t been to the states in …
I wish I never invested in that stupid property in Washington state what a big mistake that was. Bought it five years ago, I didn’t have a crystal ball. Haven’t been to the states in two years, but still just paying for it. If you’re considering purchasing real estate in the states, I advise against it until this nut job is out of office And the radical right wing lunatics are in the rearview mirror.
Identity Attack0.00039440132
Insult0.9319903
Profanity0.0025874008
Threat0.00033765123
Severe Toxicity0.000032365424
Toxic 0.9589385 Insult
Dec 10, 2025
didn't know they had statues holy fuck yeah like get out fuck
didn't know they had statues holy fuck yeah like get out fuck
Identity Attack0.06476828
Insult0.5130944
Profanity0.902047
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.9288007 Moderate Con 0.318 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Identity Attack0.014249804
Insult0.83943826
Profanity0.37503055
Threat0.008945347
Severe Toxicity0.023076924
Toxic 0.8403191 Low Con 0.186 Insult Humor_Satire
Jun 18, 2025 1 likes How Canada broke its immigration …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy …
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy nations into our Canada. They don't like western ways or white people.they didn't do there research . Stupid Humans.😊
Identity Attack0.57150364
Insult0.7657292
Profanity0.29209393
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.7761081 Moderate Con 0.377 Identity Attack Insult Unverified_Claim
Oct 30, 2025 Why Canadians Are Turning Against …
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we …
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we in Africa we have down syndrome according to this caucasoid....mmmmmm ..hh whatever...he said all Africa are just terrible people mmmmm
Identity Attack0.6649212
Insult0.5935568
Profanity0.41194582
Threat0.05430072
Severe Toxicity0.45510182
Toxic 0.75208336 Moderate Con 0.325 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
You voted for Trudeau, didn’t you? It’s democracy the problem, when we ask their opinions to a majority of idiots, this kind of thing happens. Good luck to you.
You voted for Trudeau, didn’t you? It’s democracy the problem, when we ask their opinions to a majority of idiots, this kind of thing happens. Good luck to you.
Identity Attack0.031464707
Insult0.7804726
Profanity0.29209393
Threat0.008634649
Severe Toxicity0.023076924
Toxic 0.7510937 Low Con 0.278 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
Identity Attack0.6227552
Insult0.7090544
Profanity0.36230123
Threat0.0091524795
Severe Toxicity0.05832097
Toxic 0.743089 Constructive 0.522 Identity Attack Insult Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men …
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men didn’t rape black women for hundreds of years. I hate he gives ignorant bums like that such a large platform to express their racism. As an African American I find his comments highly offensive. Although I know he’s not educated enough to know any better because he considered himself “white trash” that was the only accurate thing he said
Identity Attack0.5948528
Insult0.71120167
Profanity0.541926
Threat0.2836219
Severe Toxicity0.457266
Toxic 0.73663366 Moderate Con 0.419 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Didn't you morons come HERE in search of India? Well, now got it!!!
Didn't you morons come HERE in search of India? Well, now got it!!!
Identity Attack0.4139151
Insult0.69164425
Profanity0.44431314
Threat0.0138755
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.169 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
"I didn't even work a single day of cash" yup.. and that's your registered nurse talking to you... What a fucking discrimination.
"I didn't even work a single day of cash" yup.. and that's your registered nurse talking to you... What a fucking discrimination.
Identity Attack0.04048799
Insult0.47384647
Profanity0.70864636
Threat0.009256045
Severe Toxicity0.11492836
Moderate 0.6863638 Constructive 0.508
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
They cave read English they didn't have it ever see a car before getting three. Why Florida stop that shit. They can't drive semi on the rd here
They cave read English they didn't have it ever see a car before getting three. Why Florida stop that shit. They can't drive semi on the rd here
Identity Attack0.089973204
Insult0.43158367
Profanity0.6919765
Threat0.011508608
Severe Toxicity0.072789766
Moderate 0.6852916 Low Con 0.288 Fear_Threat
Mar 3, 2026 Inside Canada's Indian Invasion...
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white …
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white Canadian didn’t massacred the natives and converted forcefully to christianity ✝️ 😂😂 By the way i am not Indian 🙃
Identity Attack0.6728028
Insult0.6109131
Profanity0.19524631
Threat0.050098058
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.41 Identity Attack Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the …
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the groups of immigrants in history, Indians are the most peaceful. Christianity and Islam was forced upon the natives of most countries, depending on which part of the world you focus. These religions and cultures didn't just spread in peace. Even today, new sites are discovered of native children's remains. The minute these morons see a brown person, they go on hate mode, forgetting their own history. Brown people are just requesting for some peace, some respect and equality. You guys judge people based on skin color and not their character. That actually speaks volumes about the kind of people you are.
Identity Attack0.48915586
Insult0.47384647
Profanity0.70384485
Threat0.01940071
Severe Toxicity0.23224114
Moderate 0.6827122 Constructive 0.594 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get a doctor from my mother. What the hell I'm disgusted with the government politicians? Actually, I do know. God put governments in place. He didn't put politicians there, and they're all f****** greedy
Identity Attack0.29035977
Insult0.5739874
Profanity0.58072567
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.655 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this bs by these immigrants in my opinion
Identity Attack0.43896464
Insult0.66500133
Profanity0.4662011
Threat0.06626215
Severe Toxicity0.17009245
Moderate 0.6744087 Low Con 0.296 Insult Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is …
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is all the welfare that can digest. Here in the United States they get permanent residency and citizenship right away. Once they get refugee status they never have to work a day in their life in this country they will be funded in full by the American taxpayer. Then they will sponsor all the relatives. They're five sisters which are really their wives. This is what people are not understanding what's going on. Looking what's happening in Dearborn Michigan cured in 10 years the population has quadrupled. It does not even look like an American city anymore
Identity Attack0.24293575
Insult0.64537907
Profanity0.5013569
Threat0.018710058
Severe Toxicity0.19455661
Moderate 0.6588125 Constructive 0.569 Insult
May 22, 2019 1 likes How much do refugees and …
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Identity Attack0.5075293
Insult0.6370372
Profanity0.17380778
Threat0.009566744
Severe Toxicity0.023317307
Moderate 0.6289369 Low Con 0.218 Identity Attack Insult Policy_Critique
Oct 5, 2025 IRCC Names India in Study …
Omg, I didn’t know this. What other crap is going on in this country. We are doomed as a country 😢 no wonder we are all broke as hell
Omg, I didn’t know this. What other crap is going on in this country. We are doomed as a country 😢 no wonder we are all broke as hell
Identity Attack0.11860296
Insult0.4302003
Profanity0.5724795
Threat0.010938995
Severe Toxicity0.05025077
Moderate 0.6289369 Moderate Con 0.419
Nov 21, 2025 3 likes Thousands of refugees allowed into …
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Identity Attack0.0775651
Insult0.36193377
Profanity0.70384485
Threat0.009540852
Severe Toxicity0.024678862
Moderate 0.62136006 Constructive 0.555 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
Identity Attack0.38215697
Insult0.45758462
Profanity0.352205
Threat0.4430943
Severe Toxicity0.34942797
Moderate 0.62136006 Moderate Con 0.364
Aug 27, 2025 Why Canadians Are Turning Against …
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our …
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our country isn’t Canadian anymore
Identity Attack0.17070955
Insult0.6675394
Profanity0.25367188
Threat0.0091524795
Severe Toxicity0.023076924
Moderate 0.62136006 Moderate Con 0.419 Insult
Oct 8, 2025 Why Canadians Are Turning Against …
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no …
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no jobs, chaos on our streets. It never ends. I could go on and on. I am SICK of it!!! I didn’t vote them in!!!
Identity Attack0.5135796
Insult0.5239335
Profanity0.41436642
Threat0.030969119
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.447 Identity Attack Insult Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into a metropolis. Listen how casually the Red Neck says " they don't pay taxes" HAHA. Even the illegal immigrants in USA are being collected Tax from and you talking about legal Immigrants with SIN numbers.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46460027
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.332 Identity Attack Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.